{"id":"W4246815287","doi":"10.1596/978-1-4648-0426-7_ch5","title":"Neurological Disorders","year":2016,"lang":"en","type":"book-chapter","venue":"The World Bank eBooks","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychological intervention; Epilepsy; Dementia; Medicine; Population; Epidemiology; Psychiatry; Psychology; Gerontology; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191627,0.001149234,0.001109978,0.002356156,0.001437048,0.005767431,0.002100269,0.002826625,0.7956528],"category_scores_gemma":[0.008948258,0.0004866196,0.001057158,0.001780726,0.0007095872,0.003526708,0.00390202,0.002618615,0.6692192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713451,"about_ca_system_score_gemma":0.003540035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524654,"about_ca_topic_score_gemma":0.005696922,"domain_scores_codex":[0.9983546,0.0002759333,0.0001930284,0.0002883445,0.0006450688,0.0002431341],"domain_scores_gemma":[0.9968719,0.0005071518,0.0002392096,0.0004675594,0.001263271,0.0006509899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007922776,0.00004599621,0.0003281966,0.0006263403,0.00002229979,0.0002881584,0.00005910678,0.00004709411,0.0001926998,0.004216062,0.7789689,0.215126],"study_design_scores_gemma":[0.00001366007,0.00001517254,0.0002713575,0.0005347979,0.000006115481,0.000472591,0.00004452221,0.00002280063,0.00005912313,0.001270225,0.9972831,0.000006521714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001067492,0.01822471,0.001757672,0.01488683,0.0136145,0.0002925272,0.01280387,0.002239288,0.9351132],"genre_scores_gemma":[0.007207449,0.01942472,0.001524315,0.007669612,0.003872182,0.0002492606,0.01395413,0.0009917716,0.9451066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7956528,"threshold_uncertainty_score":0.2914764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559262797926832,"score_gpt":0.2607535282718056,"score_spread":0.2351609002925373,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}